Cybersecurity Threats Detection in Intelligent Networks using Predictive Analytics Approaches
Shomili Duary, Pratyusha Choudhury, Sushruta Mishra, Vandana Sharma, Deepak Dasaratha Rao, Adedapo Paul Aderemi
Abstract
The modern scenario of network vulnerabilities necessitates the adoption of sophisticated detection and mitigation strategies. Predictive analytics is surfaced to be a powerful tool in the fight against cybercrime, offering unparalleled capabilities for automating tasks, analyzing vast amounts of data, and identifying complex patterns that might elude human analysts. This paper presents a comprehensive overview of how AI is transforming the field of cybersecurity. Machine intelligence can bring revolution to cybersecurity by providing advanced defense capabilities. Addressing ethical concerns, ensuring model explainability, and fostering collaboration between researchers and developers are crucial for maximizing the positive impact of AI in this critical domain.